Data Clean Up (with R)

Input File (.csv only):
Read File

Condition(s) for Subset:
None = > >= < <= != Categorical Variable
None = > >= < <= != Categorical Variable
None = > >= < <= != Categorical Variable
None = > >= < <= != Categorical Variable

Dependent Variable:
None

Clean Up Activity:
Remove rows with outliers (i.e., values in extreme percentile)
Remove columns with insufficient data (i.e., percentage of available data < %)
Remove columns with multi-collinearity (i.e., correlation coefficient > with dependent variable)



Code:

​Copyright © 2019 Abhimanyu Gupta. All rights reserved.